domain cluster

Data & AI

Machine learning, LLMs, and data processing.

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llm-ai
3

character-generator

Generate complete elizaOS character configurations with personality, knowledge, and plugin setup. Triggers when user asks to "create character", "generate agent config", or "build elizaOS character"

Dexploarer
Dexploarer
data-ai
open
llm-ai
3

vs20

Google Cloud Vector Search 2.0 introduction and implementation guide

kazunori279
kazunori279
data-ai
open
llm-ai
3

subagents-creator

Guide for defining and using Claude subagents effectively. Use when (1) creating new subagent types, (2) learning how to delegate work to specialized subagents, (3) improving subagent delegation prompts, (4) understanding subagent orchestration patterns, or (5) debugging ineffective subagent usage.

Mineru98
Mineru98
data-ai
open
machine-learning
3

tuning-hyperparameters

Optimize machine learning model hyperparameters using grid search, random search, or Bayesian optimization. Finds best parameter configurations to maximize performance. Use when asked to "tune hyperparameters" or "optimize model".

BbgnsurfTech
BbgnsurfTech
data-ai
open
llm-ai
3

langgraph-master

Use when specifying or implementing LangGraph applications - from architecture planning and specification writing to actual code implementation. Also use for designing agent workflows or learning LangGraph patterns. This is a comprehensive guide for building AI agents with LangGraph, covering core concepts, architecture patterns, memory management, tool integration, and advanced features.

hiroshi75
hiroshi75
data-ai
open
llm-ai
3

mastering-langgraph

Build stateful AI agents and agentic workflows with LangGraph in Python. Covers tool-using agents with LLM-tool loops, branching workflows, conversation memory, human-in-the-loop oversight, and production monitoring. Use when - (1) building agents that use tools and loop until task complete, (2) creating multi-step workflows with conditional branches, (3) adding persistence/memory across turns with checkpointers, (4) implementing human approval with interrupt(), (5) debugging via time-travel or LangSmith. Covers StateGraph, nodes, edges, add_conditional_edges, MessagesState, thread_id, Command objects, and ToolMessage handling. Examples include chatbots, calculator agents, and structured workflows.

SpillwaveSolutions
SpillwaveSolutions
data-ai
open
llm-ai
3

paid-agent

End-to-end Lucid Agent creation, testing, and deployment pipeline

daydreamsai
daydreamsai
data-ai
open
machine-learning
3

fiftyone-dataset-export

Exports FiftyOne datasets to standard formats (COCO, YOLO, VOC, CVAT, CSV, etc.). Use when converting datasets, exporting for training, creating archives, or sharing data in specific formats.

voxel51
voxel51
data-ai
open
machine-learning
3

learn

learn from the current session

kevinslin
kevinslin
data-ai
open
machine-learning
3

episode-complete

Complete and score a learning episode to extract patterns and update heuristics. Use when finalizing a task to enable pattern extraction and future learning.

d-o-hub
d-o-hub
data-ai
open
machine-learning
3

model-sync

ML 모델 파일 서버 간 동기화. "모델 동기화", "모델 배포", "rsync 모델", "서버로 전송" 요청 시 활성화됩니다.

jiunbae
jiunbae
data-ai
open
machine-learning
3

fiftyone-dataset-import

Imports datasets into FiftyOne with automatic format detection. Supports all media types (images, videos, point clouds), label formats (COCO, YOLO, VOC, KITTI), and multimodal grouped datasets. Use when importing datasets, loading autonomous driving data, or creating grouped datasets.

voxel51
voxel51
data-ai
open
machine-learning
3

setting-up-experiment-tracking

Setup machine learning experiment tracking using MLflow or Weights & Biases. Configures environment and provides code for logging parameters, metrics, and artifacts. Use when asked to "setup experiment tracking" or "initialize MLflow".

BbgnsurfTech
BbgnsurfTech
data-ai
open
machine-learning
3

deep-learning

Neural networks, CNNs, RNNs, Transformers with TensorFlow and PyTorch. Use for image classification, NLP, sequence modeling, or complex pattern recognition.

pluginagentmarketplace
pluginagentmarketplace
data-ai
open
machine-learning
3

optimizing-deep-learning-models

Optimize deep learning models using Adam, SGD, and learning rate scheduling to improve accuracy and reduce training time. Use when asked to "optimize deep learning model" or "improve model performance".

BbgnsurfTech
BbgnsurfTech
data-ai
open
machine-learning
3

microimpute

ML-based variable imputation for survey data - used in policyengine-us-data to fill missing values

PolicyEngine
PolicyEngine
data-ai
open
machine-learning
3

agent-detector

CRITICAL: MUST run for EVERY message. Detects agent, complexity, AND model automatically. Always runs FIRST.

nguyenthienthanh
nguyenthienthanh
data-ai
open
machine-learning
3

fiftyone-model-evaluation

Evaluate model predictions against ground truth using COCO, Open Images, or custom protocols. Use when computing mAP, precision, recall, confusion matrices, or analyzing TP/FP/FN examples for detection, classification, segmentation, or regression tasks.

voxel51
voxel51
data-ai
open
machine-learning
3

l0

L0 regularization for neural network sparsification and intelligent sampling - used in survey calibration

PolicyEngine
PolicyEngine
data-ai
open
machine-learning
3

machine-learning

Supervised/unsupervised learning, model selection, evaluation, and scikit-learn. Use for building classification, regression, or clustering models.

pluginagentmarketplace
pluginagentmarketplace
data-ai
open
data-analysis
2

survey-analyzer

Process and analyze survey data to extract insights, identify patterns, and generate actionable recommendations

eddiebe147
eddiebe147
data-ai
open
data-analysis
2

dst-visualization

Create interactive Chart.js visualizations for DST data analysis. Use when generating charts, creating visual reports, building dashboards, or displaying trends from database tables.

mikkelkrogsholm
mikkelkrogsholm
data-ai
open
data-analysis
2

analyzing-financial-statements

This skill calculates key financial ratios and metrics from financial statement data for investment analysis

auldsyababua
auldsyababua
data-ai
open
data-analysis
2

social-media-reporter

Create comprehensive social media analytics reports with insights and recommendations

eddiebe147
eddiebe147
data-ai
open
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